Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "183"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 183 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 225 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 218 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_31624/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 183, Node 13:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.607304 -0.937929 0.064412 2.252345 -0.204633 57.277989 0.259481 0.471748 0.7940 0.7981 0.2444 9.712032 10.605143
2459593 digital_ok 0.00% 0.00% 0.00% 0.00% 4.30% 1.08% 0.271242 -1.538009 0.110626 0.641320 -0.032316 -0.726141 -0.129405 0.414067 0.7398 0.7445 0.2479 2.211098 2.320321
2459592 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.734140 -1.145891 0.485523 -0.254360 -0.117517 -0.412482 2.187273 -0.070321 0.0358 0.0292 0.0019 nan nan
2459591 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.527826 -1.360170 5.147411 4.598092 -0.170464 1.484558 0.055677 0.363859 0.6795 0.6951 0.3692 7.703516 8.058867
2459590 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.055227 -0.858859 4.207300 4.931450 1.622440 0.256112 0.567613 0.657922 0.6782 0.6935 0.3624 6.450300 6.846891
2459589 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.204035 -0.473224 0.003797 0.211187 -0.162415 44.116037 0.185594 0.467180 0.7206 0.7181 0.2763 4.541081 4.521659
2459588 digital_ok 0.00% 0.00% 0.00% 0.00% 2.69% 0.00% 1.075341 -1.555895 0.857559 0.563452 -0.378391 -0.465054 -0.401708 0.340411 0.7871 0.7704 0.2202 3.277409 2.633619
2459587 digital_ok 100.00% - - - 100.00% 0.00% 348.690348 354.274190 inf inf 19.205501 103.071101 154.252716 595.566034 nan nan nan 0.000000 0.000000
2459586 digital_ok 0.00% 0.00% 0.00% 0.00% 7.03% 0.00% -1.335854 -1.604403 -0.592566 -0.641287 -0.764735 -1.229049 0.280679 2.277076 0.6656 0.6809 0.3606 1.625129 1.595720
2459585 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.020160 0.060577 -0.928839 -0.068153 -0.233180 1.646039 1.148548 -0.441743 0.0382 0.0328 0.0012 0.000000 0.000000
2459584 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.495533 -1.008162 0.492677 0.570402 0.175135 2.450016 8.439742 9.895416 0.6234 0.6329 0.3698 9.556404 8.173569
2459583 digital_ok 0.00% 0.00% 0.00% 0.00% 3.23% 0.00% -1.830840 -1.944156 -0.548615 -0.273923 0.239157 -0.868663 -0.376613 -0.665189 0.6865 0.6990 0.3786 1.615814 1.654615
2459582 digital_ok 0.00% 0.00% 0.00% 0.00% 2.70% 0.00% -1.387035 -1.587193 -0.066069 -0.387722 -0.296639 0.104267 -0.746148 -0.572609 0.6867 0.6979 0.3819 1.586940 1.565318
2459581 digital_ok 0.00% 0.00% 0.00% 0.00% 3.24% 0.00% -2.093955 -2.108591 -0.749585 -0.398439 -0.337250 -0.010162 -0.269810 0.585827 0.6922 0.7026 0.3792 1.641360 1.642777
2459580 digital_ok 0.00% 0.00% 0.00% 0.00% 3.76% 0.00% -1.552153 -1.557437 0.102814 -0.240378 -0.681647 0.146823 -0.078100 1.855870 0.6864 0.6976 0.3802 1.569154 1.504412
2459579 digital_ok 0.00% 0.00% 0.00% 0.00% 3.76% 96.24% -1.247965 -1.341822 0.181300 -0.263510 -0.617199 -0.273745 -0.724587 -0.709929 0.6836 0.6919 0.3795 34.917104 39.690584
2459578 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.527783 0.004074 -0.101968 0.488570 -1.463294 -0.958863 -0.826037 -0.757404 0.0414 0.0359 0.0017 nan nan
2459577 digital_ok 0.00% 0.00% 0.00% 0.00% 16.76% 4.32% -0.202977 -1.336717 -0.145131 -0.332108 0.624078 -0.460802 0.031810 -0.070238 0.6740 0.6898 0.3869 1.623586 1.567088
2459576 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% -0.044536 -1.359152 -0.420428 -0.759040 0.060043 -1.099444 -0.297287 -0.564799 0.7023 0.7186 0.3795 1.491753 1.531654
2459575 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.838225 -0.697025 -0.538433 1.806641 -0.370436 54.973328 -0.564597 -0.371791 0.7603 0.7617 0.3203 4.082122 4.153210
2459574 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% 0.164919 -1.531698 -0.723237 -0.746698 -0.131816 -0.826726 -0.504301 2.656151 0.6964 0.7129 0.3726 1.523953 1.488115
2459573 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.54% -1.081480 -0.256968 -0.159462 0.334446 0.026404 0.355728 -0.744599 -0.700819 0.7031 0.7094 0.3732 1.698661 1.650351
2459572 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% -1.565953 -0.282706 -0.472811 -0.535584 -0.083777 -0.618836 -0.449425 -0.733220 0.7087 0.7155 0.3784 1.458600 1.529188
2459571 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459570 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459569 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.223603 0.858693 -0.079795 0.351224 -0.107701 17.520388 -0.088127 1.311378 0.7774 0.7823 0.2225 4.333943 3.976339
2459566 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 0.00% -1.442672 -1.725597 -0.519480 -0.327310 -0.399309 -0.849849 0.312222 3.564432 0.7005 0.7106 0.3955 1.567226 1.571923
2459565 digital_ok 0.00% - - - 100.00% 0.00% 1.271803 1.271803 1.199739 1.199739 0.675952 0.675952 0.154089 0.154089 nan nan nan 0.000000 0.000000
2459564 digital_ok 0.00% 0.00% 0.00% 0.00% 5.20% 0.00% -1.383708 -1.066240 -1.463783 -1.027399 0.165457 -0.675741 0.564968 0.633466 0.7167 0.7168 0.3932 1.626247 1.521811
2459563 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% -1.792720 -1.718654 0.077720 0.383835 -0.368458 0.368990 0.653818 1.845194 0.7133 0.7175 0.3845 1.790812 1.778375
2459562 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -1.101741 -0.813048 -0.552523 -0.446277 0.522293 0.078765 0.127242 -0.001094 0.7168 0.7230 0.3801 1.726159 1.567374
2459561 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -1.119595 -1.197855 -0.642779 -0.751653 0.680753 -0.560876 -0.352344 -0.033355 0.7103 0.7206 0.3807 1.648197 1.542752
2459560 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.927296 -0.872306 -0.485215 -0.669148 0.916763 -0.291905 0.140894 -0.404846 0.7044 0.7181 0.3925 1.645780 1.501607
2459559 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% -1.431557 -1.017173 -0.736940 -0.685250 0.775766 -0.616125 0.261602 0.224304 0.7064 0.7167 0.3842 1.585061 1.480605
2459558 digital_ok 0.00% 0.00% 0.00% 0.00% 13.98% 0.00% -0.412766 -1.497929 -0.240268 -0.273297 0.859102 -1.089232 -0.160583 -0.472133 0.7080 0.7160 0.3805 1.683944 1.531789
2459557 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0379 0.0300 0.0023 nan nan
2459556 digital_ok 0.00% 0.00% 0.00% 0.00% 5.41% 0.00% 0.007375 -1.554634 0.037324 -0.226513 0.153881 -0.622253 -1.024330 -1.197798 0.6983 0.7109 0.3882 1.712099 1.532198
2459554 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7104 0.7215 0.3914 nan nan
2459553 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7093 0.7169 0.3946 nan nan
2459552 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.144479 -1.489146 0.252606 -0.164027 0.309751 115.637750 -0.122780 4.205762 0.7148 0.7078 0.3931 7.550438 8.264714
2459551 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% -0.762824 -0.554715 0.172799 0.136112 1.382358 0.208429 0.313353 0.295547 0.7122 0.7183 0.3900 1.721892 1.529570
2459550 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0325 0.0289 0.0007 nan nan
2459549 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 3.24% -0.318934 -1.490572 -0.355533 -0.189466 0.306628 -1.409934 0.689496 1.616651 0.6998 0.7084 0.4017 1.985426 1.690766
2459542 digital_ok 0.00% 0.00% 0.00% 0.00% 22.32% 0.00% -1.696498 -1.881727 -0.812806 -0.021922 0.898083 -0.601206 -0.351060 0.096373 0.7552 0.7495 0.3605 1.894712 1.577593
2459541 digital_ok 100.00% 1.79% 1.79% 0.00% 100.00% 0.00% -0.064585 -1.609320 -0.755815 1.406114 1.074074 22.845028 -0.152527 3.975183 0.7412 0.7365 0.3222 4.629692 4.061705
2459540 digital_ok 0.00% 0.00% 0.00% 0.00% 21.88% 0.00% -0.901787 -1.117236 0.178423 -0.021937 0.276326 0.988192 0.360207 1.201227 0.7617 0.7563 0.3407 1.564356 1.456437
2459536 digital_ok 0.00% 0.00% 0.00% 0.00% 5.93% 0.00% -2.115137 -1.672584 -0.043583 0.488330 0.429841 -0.904468 0.039815 0.481026 0.7423 0.7387 0.4173 1.614998 1.445590
2459535 digital_ok 0.00% 0.00% 0.00% 0.00% 21.43% 0.00% -0.625468 -0.943491 0.330162 -0.044472 0.209938 1.590794 -0.150666 -0.517626 0.7941 0.7774 0.3542 1.715593 1.517484
2459534 digital_ok 0.00% 0.00% 0.00% 0.00% 20.98% 0.00% -0.967862 -1.487967 -0.294851 -0.902094 0.036741 0.793355 0.110961 -0.430424 0.7743 0.7552 0.3731 1.527252 1.442832
2459533 digital_ok 0.00% 0.00% 0.00% 0.00% 4.89% 0.00% -1.819257 -1.774012 -0.038506 -0.740142 1.296844 -0.317575 -0.384916 -0.621213 0.7299 0.7264 0.4042 1.710852 1.556264
2459532 digital_ok 0.00% 0.00% 0.00% 0.00% 5.00% 0.00% -1.543376 -1.911784 -0.100097 0.067254 -0.071883 -1.267901 -0.880863 -0.941803 0.7379 0.7353 0.3963 1.590030 1.490723
2459530 digital_ok 0.00% 0.00% 0.00% 0.00% 4.73% 0.00% -1.177937 -1.288648 -0.498380 -0.681006 0.541042 -0.323977 -0.304522 -0.337742 0.7528 0.7429 0.3919 1.657207 1.557461
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.734605 -1.460712 -0.834964 0.361464 -0.148081 -1.349365 -0.707318 -0.851458 0.9073 0.9327 0.3026 0.000000 0.000000
2459523 digital_ok 0.00% - - - 14.29% 0.00% -2.108511 -2.096301 -0.717483 -0.126987 -0.764697 -0.045602 -0.892385 -0.990491 nan nan nan 2.192808 1.892595
2459522 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -2.039201 -1.745078 0.018811 -0.219275 -1.209608 -0.860647 -0.787732 -0.779014 0.7007 0.6771 0.3472 1.852165 2.059906
2459513 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.444514 -0.158991 3.388218 -0.887930 40.874642 -0.258236 202.130122 -0.499645 0.0557 0.0364 0.0063 nan nan
2459508 digital_ok 0.00% 0.00% 0.00% 0.00% 81.58% 0.00% -1.154597 -1.414995 -0.516092 -0.724990 1.263716 -1.088324 3.210613 -1.210289 0.9136 0.9406 0.1756 0.000000 0.000000
2459505 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.568279 -1.842571 -0.516616 0.732971 -1.348088 0.145110 0.029265 1.907388 0.8893 0.8520 0.2078 2.569657 1.771613
2459503 digital_ok 0.00% 0.00% 0.00% 0.00% 89.47% 0.00% -0.362763 -1.106089 0.184946 -0.012884 -0.188936 0.559110 1.261468 0.053881 0.8680 0.8682 0.4290 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 183: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 3.291930 -0.609673 0.000864 -0.186952 0.508489 0.279713 0.763060 0.083291 3.291930

Antenna 183: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 11.549076 0.543872 -1.586383 1.051715 -0.704932 0.063157 -0.595197 11.549076 -0.416049

Antenna 183: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 11.098812 -1.816224 3.177929 -0.610877 0.340509 -0.381446 -0.244905 -0.402660 11.098812

Antenna 183: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 13.721391 0.060316 -0.554515 4.564487 2.290977 2.559703 2.966170 13.721391 0.633996

Antenna 183: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 10.278518 -0.789311 0.470566 0.702200 2.391483 0.827599 0.337622 0.426888 10.278518

Antenna 183: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 6.594583 0.064712 -0.365695 0.930402 0.952526 4.178886 0.962714 6.594583 0.483241

Antenna 183: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Power 3.012814 0.103579 -0.573027 3.012814 1.950756 1.551154 1.329057 1.158849 0.959422

Antenna 183: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 4.380841 -0.096280 -0.799181 3.672307 2.098762 1.377204 2.207743 4.380841 0.156626

Antenna 183: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 13.903187 -0.594576 -0.007497 2.043477 4.162042 1.777778 1.625324 0.533670 13.903187

Antenna 183: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 5.865464 -0.414332 0.642114 1.038040 2.580526 1.231145 0.025244 0.542226 5.865464

Antenna 183: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 8.891483 0.684688 -0.154649 2.535083 1.164707 -0.191598 1.621372 8.891483 0.380336

Antenna 183: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 11.068344 0.340317 -0.445077 5.067102 3.189056 2.120561 1.142372 11.068344 0.828766

Antenna 183: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Power 2.220488 -0.777921 1.247901 1.686123 2.220488 1.096726 -0.616450 0.438641 0.072032

Antenna 183: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 13.670454 0.370177 -0.558812 3.785978 2.284940 0.365236 1.186734 13.670454 0.917315

Antenna 183: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 25.593198 -0.899548 1.109767 1.817296 4.349590 4.306268 1.784638 2.091544 25.593198

Antenna 183: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 N13 digital_ok ee Shape 1.048922 1.048922 0.228537 0.981971 0.043357 0.318551 -0.139645 -1.717371 0.009943

Antenna 183: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 6.621297 -0.815094 0.176619 1.019999 2.563705 0.569918 1.090735 0.279025 6.621297

Antenna 183: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 7.609372 0.710677 -0.641900 2.226605 0.834292 1.366656 0.874195 7.609372 0.105762

Antenna 183: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 9.574677 -0.122011 0.402767 1.216492 2.611442 1.183123 2.028066 4.501633 9.574677

Antenna 183: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Variability 9.767984 -0.774604 0.016808 0.902135 0.745262 1.290549 9.767984 1.458452 2.890270

Antenna 183: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 N13 digital_ok ee Power 1.355290 -0.361944 0.111293 0.837493 1.355290 -0.401182 1.219338 0.706653 0.550868

Antenna 183: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 8.394428 -0.847938 0.898907 3.668251 1.326573 1.827318 0.937131 1.092641 8.394428

Antenna 183: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 13.498739 -0.684297 0.945673 2.255272 4.803347 2.917540 4.321000 3.998581 13.498739

Antenna 183: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 10.012145 -0.514394 0.547792 1.373004 2.712638 1.389652 0.092713 0.611764 10.012145

Antenna 183: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 9.001857 -1.070638 0.317922 1.530212 3.048259 1.743183 -0.579503 0.575648 9.001857

Antenna 183: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 5.536450 -0.656028 0.260291 -0.583305 0.282375 -1.324623 2.532810 -0.547766 5.536450

Antenna 183: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 N13 Not Found nn Shape 1.207799 1.207799 0.406224 0.480655 0.242031 0.858289 -0.309950 -1.560630 -4.408410

Antenna 183: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Variability 297.413331 3.604760 -0.437506 17.544885 1.015055 297.413331 1.331363 292.303103 0.936611

Antenna 183: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 69.138518 -0.964235 1.375214 -0.070498 1.365418 0.064841 68.069942 1.998662 69.138518

Antenna 183: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 9.804313 -0.825821 0.951040 3.844862 7.552636 2.770617 4.339806 0.362942 9.804313

Antenna 183: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 5.502453 -0.468389 0.094293 0.404436 0.875036 -1.444220 -0.086919 -0.128001 5.502453

Antenna 183: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 7.876964 1.393173 1.465522 0.677006 0.160722 -1.087873 -2.250958 7.876964 0.526656

Antenna 183: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 10.179601 -0.150163 0.859673 0.398451 1.799411 -1.125944 -0.227237 -0.141987 10.179601

Antenna 183: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 9.896155 -0.881964 1.447037 3.740632 7.010311 2.967961 2.867788 0.742082 9.896155

Antenna 183: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 6.143913 0.417410 -0.777106 2.285558 0.768269 1.779093 0.786870 6.143913 0.115736

Antenna 183: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 4.970049 -0.418842 -0.923990 -0.035678 -0.646724 0.137987 -1.270510 4.970049 -0.332750

Antenna 183: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 7.916768 -0.268556 -0.771496 -0.171460 -0.757692 1.224744 -0.548614 7.916768 -0.369136

Antenna 183: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 11.177862 0.567041 -0.526043 0.301409 -0.680818 1.276087 -0.965382 11.177862 -0.693616

Antenna 183: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 11.698327 2.122294 -0.940974 5.462581 2.374723 0.496017 3.697917 11.698327 0.405640

Antenna 183: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 6.945472 -0.563952 -0.054204 -0.705520 -0.077077 -1.020262 1.478463 -0.439536 6.945472

Antenna 183: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 2.514042 0.028653 -0.068841 0.141909 -0.363793 -0.176111 -0.436935 2.514042 -0.861160

Antenna 183: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 183: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 11.565842 -0.069517 -0.511883 0.111609 -0.457215 0.638522 -1.456128 11.565842 -0.396391

Antenna 183: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 6.449519 -0.130014 -0.437457 -0.039089 -0.710116 0.573725 -0.637593 6.449519 -0.607945

Antenna 183: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 20.024105 -0.313676 2.119341 3.050751 6.480400 2.738471 3.916818 1.200935 20.024105

Antenna 183: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 2.868796 -0.233739 0.043298 -0.408346 0.305614 -1.195601 0.830378 -0.499098 2.868796

Antenna 183: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Variability 283.412097 1.678165 -0.397545 1.215142 -0.613062 283.412097 -1.076521 9.937693 -0.419824

Antenna 183: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Power 0.504062 -0.416217 -0.044895 -0.314418 0.504062 -0.775893 0.134428 -0.707909 0.271084

Antenna 183: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 2.301460 -0.625140 -0.193199 -0.411403 0.125549 -1.463978 0.404587 -0.819349 2.301460

Antenna 183: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 6.979525 -0.438876 -0.129636 -0.505138 -0.040507 -1.713017 0.015781 -0.443686 6.979525

Antenna 183: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 10.880227 -0.426289 1.165927 2.676056 5.789722 2.316330 4.260984 1.424809 10.880227

Antenna 183: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 5.591324 -0.020440 -0.563999 0.144917 -0.409370 0.335097 -0.899837 5.591324 -0.461956

Antenna 183: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Power 6.000645 0.894043 -0.101701 6.000645 3.259822 3.881758 3.311403 2.200634 1.186948

Antenna 183: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 1.267981 -0.554543 -0.751081 -0.664040 -0.810588 -0.597475 -0.799049 1.267981 -0.689746

Antenna 183: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 1.969282 -0.466453 -0.624915 -0.929530 -0.945853 -0.449752 -1.104123 1.969282 -0.752981

Antenna 183: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Variability 92.400568 -0.329531 1.174190 21.540882 24.213852 92.226512 92.400568 3.709309 20.691269

Antenna 183: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 2.849162 -0.963712 -1.042367 0.438444 0.366269 0.675569 0.187194 2.849162 -0.434579

Antenna 183: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 2.069963 -0.459087 -0.583188 -0.841474 -0.846569 0.424053 -0.831016 2.069963 -0.643087

Antenna 183: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 2.090169 -0.323100 -0.698401 0.457616 -0.045551 0.133446 -1.206457 2.090169 -0.584698

Antenna 183: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 1.960161 -0.683477 -1.126153 0.433501 -0.467621 0.515425 -0.797895 1.960161 0.064834

Antenna 183: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 N13 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 183: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 6.702600 3.345254 -1.214046 2.540802 1.537410 -0.427307 -0.385907 6.702600 0.414246

Antenna 183: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 N13 digital_ok ee Power 0.674491 0.229474 0.229474 0.674491 0.674491 0.503823 0.503823 0.241868 0.241868

Antenna 183: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Shape -0.510517 -0.510517 -0.510517 -0.535541 -0.535541 -0.572385 -0.572385 -0.589892 -0.589892

Antenna 183: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 N13 digital_ok ee Shape 0.312888 0.312888 0.312888 0.273977 0.273977 0.120367 0.120367 0.108953 0.108953

Antenna 183: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 N13 digital_ok nn Temporal Discontinuties 7.454456 2.337375 -0.704119 3.874649 1.224503 2.545065 1.451083 7.454456 1.590169

Antenna 183: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 13 digital_ok ee Temporal Discontinuties 4.114597 -1.481822 1.296673 2.572842 1.168391 2.215218 0.008692 4.114597 1.846584

Antenna 183: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 13 digital_ok nn Temporal Variability 66.486950 -0.406012 -0.610560 1.629015 2.059750 1.089633 66.486950 1.458098 4.645088

Antenna 183: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 13 digital_ok nn Temporal Discontinuties 4.753942 -1.645651 -1.242797 -0.472739 0.965430 -1.305197 0.422253 0.668480 4.753942

Antenna 183: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 13 digital_ok nn Temporal Discontinuties 6.383388 -1.360351 -0.770828 3.070124 3.939759 1.069278 1.064898 1.456129 6.383388

Antenna 183: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 13 digital_ok nn Temporal Discontinuties 4.195689 -0.913571 -0.794751 2.882113 3.196001 3.403889 2.462006 0.799329 4.195689

Antenna 183: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 13 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 183: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 13 digital_ok nn Power 3.226169 -0.228153 -0.984688 3.226169 2.018824 0.624600 -0.241071 2.425836 0.945414

Antenna 183: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 13 digital_ok nn Temporal Variability 2.534069 -0.722156 -1.363118 2.470892 1.935307 2.534069 -0.000303 0.987724 -0.049123

Antenna 183: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 13 digital_ok nn Power 2.485599 -0.649848 -1.331252 2.485599 1.730042 2.299180 -0.171406 2.330935 1.512883

Antenna 183: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 13 digital_ok nn Power 3.209855 -1.526335 -0.271381 2.224114 3.209855 -0.572182 1.238204 0.074311 1.386505

Antenna 183: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 13 digital_ok nn Power 5.101263 0.127478 -1.377045 5.101263 2.635473 2.559608 -0.804553 4.021276 0.431461

Antenna 183: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 13 digital_ok nn Power 3.569262 -1.255920 0.005683 1.546016 3.569262 0.630234 2.943788 -0.072970 2.897609

Antenna 183: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 13 digital_ok nn Power 3.607820 -0.051532 -1.487916 3.607820 1.460688 1.820628 0.522014 2.602085 -0.007485

Antenna 183: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 13 digital_ok nn Power 3.615735 -0.568064 0.584559 2.067075 3.615735 3.219520 3.375927 0.235575 3.594071

Antenna 183: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 13 digital_ok nn Temporal Discontinuties 5.357280 -0.128567 -0.917556 3.759607 2.030124 2.677583 -0.463749 5.357280 2.790379

Antenna 183: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 13 digital_ok nn Temporal Discontinuties 1.679985 -0.905533 -1.322213 0.753023 -0.298305 -0.487337 -0.513772 1.679985 -0.148605

Antenna 183: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 13 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 183: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 13 digital_ok nn Temporal Variability -0.295413 -0.648028 -1.023493 -0.760942 -0.675369 -0.295413 -0.757262 -0.638581 -0.677108

Antenna 183: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 13 digital_ok nn Power 0.496195 -1.439033 -0.679488 -0.663714 0.496195 0.061383 -0.184398 -0.849424 0.099342

Antenna 183: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 13 digital_ok nn Power 2.681658 -0.957395 -0.660467 2.267744 2.681658 1.128539 0.239390 1.081872 0.608384

Antenna 183: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 13 digital_ok nn Power 6.497756 -0.342904 -0.286907 6.016159 6.497756 -1.048187 -1.695453 -1.129816 -1.699498

Antenna 183: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 13 digital_ok nn Temporal Discontinuties 2.096563 -0.606656 -1.223565 1.431431 0.284965 0.530027 1.123092 2.096563 1.507209

Antenna 183: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 13 digital_ok ee Power 0.377348 -1.122855 -1.324650 0.377348 -0.089694 -1.368093 -0.854743 -0.647873 -0.745189

Antenna 183: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 13 digital_ok nn Power 0.296367 -0.870965 -0.709876 0.296367 -0.311619 0.105071 -0.301482 -0.107234 -0.932006

Antenna 183: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 13 digital_ok nn Temporal Discontinuties 0.281564 -0.988903 -0.875714 -0.407516 -0.164272 -0.092360 -0.614791 -0.336354 0.281564

Antenna 183: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 13 digital_ok ee Temporal Discontinuties 0.345319 -0.847665 -1.059797 -0.270457 -0.883471 -0.178639 -0.477370 -0.533897 0.345319

Antenna 183: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 13 digital_ok nn Temporal Variability 68.452030 0.061013 -1.586199 4.389045 -0.642473 68.452030 -0.408017 12.190206 0.472028

Antenna 183: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 13 digital_ok nn Temporal Variability 3.278547 -0.364547 -1.147360 2.577624 2.120130 3.278547 2.221122 -0.146394 0.152156

Antenna 183: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 13 digital_ok nn Temporal Variability 1.538823 -0.197552 -0.969571 1.372313 0.725104 1.538823 1.509458 -0.098972 0.717219

Antenna 183: 2459655

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 13 digital_ok nn Shape -0.378795 -0.875112 -0.378795 -0.560356 -0.879552 -1.232442 -0.644435 -0.950566 -0.883087

Antenna 183: 2459653

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 13 digital_ok ee Temporal Variability 1.950558 -0.291772 -0.841524 1.777256 0.958128 1.738795 1.950558 0.766190 1.004596

Antenna 183: 2459652

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 13 digital_ok nn Temporal Variability 43.597066 -0.598057 -0.558577 2.344874 2.902954 3.019780 43.597066 0.957264 5.996050

Antenna 183: 2459651

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
183 13 digital_ok nn Temporal Variability 19.692421 -1.596847 -0.939696 0.088819 0.698592 0.288489 19.692421 -0.505188 1.240213

Antenna 183: 2459650

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
183 13 digital_ok nn Temporal Variability 73.339412 -0.599737 -0.565139 5.770200 2.540563 73.339412 1.271055 4.828764 2.859246